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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

D. Lehninger

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Review Open access Jul 2026

Artificial Intelligence for Fluorite Ferroelectric Materials: From Discovery to Optimization

This review examines how AI methodologies, ranging from machine learning‐assisted first‐principles simulations to deep‐learning analysis of experimental data, are reshaping the study of HfO‐based ferroelectrics to enable predictive design and autonomous optimization of next‐generation hafnia‐based ferroelectrics.

Faizan Ali, D. Lehninger, F. Sánchez et al. · 0 citations

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